ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019
Descripción del Articulo
Public spending should be aimed at improving the level of well-being of the citizens of a given region, meeting efficiency and equity goals. The purpose of this document is to visualize the behavior of indicators for the period 2001-2019 in a general and sectoral manner in education, health, through...
| Autores: | , |
|---|---|
| Formato: | artículo |
| Fecha de Publicación: | 2023 |
| Institución: | Universidad Nacional Federico Villarreal |
| Repositorio: | Revistas - Universidad Nacional Federico Villarreal |
| Lenguaje: | español |
| OAI Identifier: | oai:ojs2.revistas.unfv.edu.pe:article/1603 |
| Enlace del recurso: | https://revistas.unfv.edu.pe/RCV/article/view/1603 |
| Nivel de acceso: | acceso abierto |
| Materia: | clusters; time series; dynamic time warping; silhouette index; public spending; efficiency. conglomerados; series de tiempo; deformación dinámica del tiempo; índice de silueta; gasto público; eficiencia. |
| id |
REVUNFV_f192f678578641c5aaf5a3f0b1c1315f |
|---|---|
| oai_identifier_str |
oai:ojs2.revistas.unfv.edu.pe:article/1603 |
| network_acronym_str |
REVUNFV |
| network_name_str |
Revistas - Universidad Nacional Federico Villarreal |
| repository_id_str |
. |
| spelling |
ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019Eficiencia económica del gasto público en el Perú, un análisis longitudinal de indicadores de salud y educación 2001-2019Romero Cuadros, Italo BrayanGamboa Unsihuay, Jesús Eduardoclusters; time series; dynamic time warping; silhouette index; public spending; efficiency.conglomerados; series de tiempo; deformación dinámica del tiempo; índice de silueta; gasto público; eficiencia.Public spending should be aimed at improving the level of well-being of the citizens of a given region, meeting efficiency and equity goals. The purpose of this document is to visualize the behavior of indicators for the period 2001-2019 in a general and sectoral manner in education, health, through the Free Disposal Hull methodology applying the time series conglomerate technique. The results generate two types of clusters separating regions that apply good results and another group that obtain adverse results both at the sectoral level for education, health, and globally, due to regions with high performance and comparatively lower public spending. It is concluded that having a greater amount of resources from the public sector does not necessarily mean greater development of said region, other possible factors should be considered, as is the case of regions such as Apurímac, Ayacucho and Huancavelica that have a high presence of public spending, present a relatively low performance compared to the other regions in all the sectors analyzed, indicating that efficiency should be improved by using a smaller amount of tax revenue.El gasto público debería orientarse a mejorar el nivel de bienestar de los ciudadanos de una determinada región cumpliendo con metas de eficiencia y equidad. Este documento tiene como propósito de visualizar el comportamiento de indicadores para el periodo del 2001-2019 de manera general y sectorial en educación, salud, mediante la metodología de Free Disposal Hull aplicando la técnica de conglomerados de series de tiempo. Los resultados generan dos tipos de clusters separando regiones que aplican buenos resultados y otro grupo que obtienen resultados adversos tanto a nivel sectorial por educación, salud y global, debido a regiones con alto desempeño y gasto público menor comparativo. Se concluye que no necesariamente tener una mayor cantidad de recursos provenientes del sector público signifique mayor desarrollo de dicha región, se deben considerar otros factores posibles, como es el caso de las regiones como Apurímac, Ayacucho y Huancavelica que tienen una alta presencia del gasto público, presentan desempeño bajo relativamente con las demás regiones en todos los sector analizados, indicando que se debe mejorar la eficiencia empleando una menor cantidad de rentas fiscales.Universidad Nacional Federico Villarreal2023-08-18info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlapplication/epub+ziphttps://revistas.unfv.edu.pe/RCV/article/view/1603Cátedra Villarreal; Vol. 11 No. 1 (2023): Cátedra Villarreal; 36-47Cátedra Villarreal; Vol. 11 Núm. 1 (2023): Cátedra Villarreal; 36-472311-22122310-4767reponame:Revistas - Universidad Nacional Federico Villarrealinstname:Universidad Nacional Federico Villarrealinstacron:UNFVspahttps://revistas.unfv.edu.pe/RCV/article/view/1603/2534https://revistas.unfv.edu.pe/RCV/article/view/1603/2535https://revistas.unfv.edu.pe/RCV/article/view/1603/2536Derechos de autor 2023 Jesús Eduardo Gamboa Unsihuayhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:ojs2.revistas.unfv.edu.pe:article/16032023-10-25T16:39:07Z |
| dc.title.none.fl_str_mv |
ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019 Eficiencia económica del gasto público en el Perú, un análisis longitudinal de indicadores de salud y educación 2001-2019 |
| title |
ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019 |
| spellingShingle |
ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019 Romero Cuadros, Italo Brayan clusters; time series; dynamic time warping; silhouette index; public spending; efficiency. conglomerados; series de tiempo; deformación dinámica del tiempo; índice de silueta; gasto público; eficiencia. |
| title_short |
ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019 |
| title_full |
ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019 |
| title_fullStr |
ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019 |
| title_full_unstemmed |
ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019 |
| title_sort |
ECONOMIC EFFICIENCY OF PUBLIC EXPENDITURE IN PERU, A LONGITUDINAL ANALYSIS OF HEALTH AND EDUCATION INDICATORS 2001-2019 |
| dc.creator.none.fl_str_mv |
Romero Cuadros, Italo Brayan Gamboa Unsihuay, Jesús Eduardo |
| author |
Romero Cuadros, Italo Brayan |
| author_facet |
Romero Cuadros, Italo Brayan Gamboa Unsihuay, Jesús Eduardo |
| author_role |
author |
| author2 |
Gamboa Unsihuay, Jesús Eduardo |
| author2_role |
author |
| dc.subject.none.fl_str_mv |
clusters; time series; dynamic time warping; silhouette index; public spending; efficiency. conglomerados; series de tiempo; deformación dinámica del tiempo; índice de silueta; gasto público; eficiencia. |
| topic |
clusters; time series; dynamic time warping; silhouette index; public spending; efficiency. conglomerados; series de tiempo; deformación dinámica del tiempo; índice de silueta; gasto público; eficiencia. |
| description |
Public spending should be aimed at improving the level of well-being of the citizens of a given region, meeting efficiency and equity goals. The purpose of this document is to visualize the behavior of indicators for the period 2001-2019 in a general and sectoral manner in education, health, through the Free Disposal Hull methodology applying the time series conglomerate technique. The results generate two types of clusters separating regions that apply good results and another group that obtain adverse results both at the sectoral level for education, health, and globally, due to regions with high performance and comparatively lower public spending. It is concluded that having a greater amount of resources from the public sector does not necessarily mean greater development of said region, other possible factors should be considered, as is the case of regions such as Apurímac, Ayacucho and Huancavelica that have a high presence of public spending, present a relatively low performance compared to the other regions in all the sectors analyzed, indicating that efficiency should be improved by using a smaller amount of tax revenue. |
| publishDate |
2023 |
| dc.date.none.fl_str_mv |
2023-08-18 |
| dc.type.none.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
| format |
article |
| status_str |
publishedVersion |
| dc.identifier.none.fl_str_mv |
https://revistas.unfv.edu.pe/RCV/article/view/1603 |
| url |
https://revistas.unfv.edu.pe/RCV/article/view/1603 |
| dc.language.none.fl_str_mv |
spa |
| language |
spa |
| dc.relation.none.fl_str_mv |
https://revistas.unfv.edu.pe/RCV/article/view/1603/2534 https://revistas.unfv.edu.pe/RCV/article/view/1603/2535 https://revistas.unfv.edu.pe/RCV/article/view/1603/2536 |
| dc.rights.none.fl_str_mv |
Derechos de autor 2023 Jesús Eduardo Gamboa Unsihuay https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
| rights_invalid_str_mv |
Derechos de autor 2023 Jesús Eduardo Gamboa Unsihuay https://creativecommons.org/licenses/by/4.0 |
| eu_rights_str_mv |
openAccess |
| dc.format.none.fl_str_mv |
application/pdf text/html application/epub+zip |
| dc.publisher.none.fl_str_mv |
Universidad Nacional Federico Villarreal |
| publisher.none.fl_str_mv |
Universidad Nacional Federico Villarreal |
| dc.source.none.fl_str_mv |
Cátedra Villarreal; Vol. 11 No. 1 (2023): Cátedra Villarreal; 36-47 Cátedra Villarreal; Vol. 11 Núm. 1 (2023): Cátedra Villarreal; 36-47 2311-2212 2310-4767 reponame:Revistas - Universidad Nacional Federico Villarreal instname:Universidad Nacional Federico Villarreal instacron:UNFV |
| instname_str |
Universidad Nacional Federico Villarreal |
| instacron_str |
UNFV |
| institution |
UNFV |
| reponame_str |
Revistas - Universidad Nacional Federico Villarreal |
| collection |
Revistas - Universidad Nacional Federico Villarreal |
| repository.name.fl_str_mv |
|
| repository.mail.fl_str_mv |
|
| _version_ |
1789172146240487424 |
| score |
13.889303 |
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).